Identification and Economic Evaluation of Differentiated Thyroid Cancer Care Consumption Patterns Using Sequence Analysis

IF 4.7 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-04-19 DOI:10.3389/ijph.2024.1606664
Romain Demeulemeester, Pascale Grosclaude, Solange Grunenwald, Philippe Saint-Pierre, Nicolas Savy, Nadège Costa
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Abstract

Objectives: This study aims to assess the impact of care consumption patterns and individual characteristics on the cost of treating differentiated thyroid carcinoma (DTC), in France, with a specific emphasis on socioeconomic position.Methods: The methodology involved a net cost approach utilising cases from the EVATHYR cohort and controls from the French National Health Insurance database. Care consumption patterns were created using Optimal Matching and clustering techniques. The individual characteristics influence on patterns was assessed using multinomial logistic regression. The individual characteristics and patterns influence on care costs was assessed using generalised estimating equations.Results: The findings revealed an average cost of €13,753 per patient during the initial 3 years. Regression models suggested the main predictors of high DTC specific care consumption tended to include having a high risk of cancer recurrence (OR = 4.97), being a woman (OR = 2.00), and experiencing socio-economic deprivation (OR = 1.26), though not reaching statistical significance. Finally, high DTC-specific care consumers also incurred higher general care costs (RR = 1.35).Conclusion: The study underscores the increased costs of managing DTC, shaped by consumption habits and socioeconomic position, emphasising the need for more nuanced DTC management strategies.
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利用序列分析鉴定分化型甲状腺癌护理消费模式并进行经济评估
研究目的本研究旨在评估法国医疗消费模式和个人特征对治疗分化型甲状腺癌(DTC)费用的影响,特别强调社会经济地位:方法:利用EVATHYR队列中的病例和法国国家健康保险数据库中的对照,采用净成本法进行研究。使用最优匹配和聚类技术创建了护理消费模式。使用多项式逻辑回归评估了个人特征对模式的影响。使用广义估计方程评估个人特征和模式对护理成本的影响:结果:研究结果显示,在最初的 3 年中,每位患者的平均费用为 13,753 欧元。回归模型显示,高 DTC 特定护理消费的主要预测因素往往包括癌症复发风险高(OR = 4.97)、女性(OR = 2.00)和社会经济贫困(OR = 1.26),但未达到统计学意义。最后,DTC 特定护理消费者的一般护理成本也较高(RR = 1.35):这项研究强调了因消费习惯和社会经济地位而增加的 DTC 管理成本,并强调有必要制定更细致的 DTC 管理战略。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
期刊介绍: ACS Applied Bio Materials is an interdisciplinary journal publishing original research covering all aspects of biomaterials and biointerfaces including and beyond the traditional biosensing, biomedical and therapeutic applications. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrates knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important bio applications. The journal is specifically interested in work that addresses the relationship between structure and function and assesses the stability and degradation of materials under relevant environmental and biological conditions.
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